Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Linear Regression
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....
Curated Video
Predictive Analytics with TensorFlow 3.5: Getting Started with Tensorflow – Linear Regression and Beyond
In this example, we will take a closer look at TensorFlow's and TensorBoard's main concepts and try to do some basic operations to get you started. The model we want to implement simulates the linear regression. • Create data into 2D space
Catalyst University
The Dixon Q-test | When to Discard Outliers in Your Data
In this video, I show you how to perform a Dixon Q-test on a data set, and how to interpret the Q-values for discarding a data point.
Catalyst University
Dixon-Q Test [Example #2]
In this video, we do a sample problem for the Dixon-Q test.
Curated Video
Statistics for Data Science and Business Analysis - A4. No Autocorrelation
In this video, the fourth assumption of OLS, no autocorrelation, is explained. This clip is from the chapter "Assumptions for Linear Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section...
Curated Video
Practical Data Science using Python - Machine Learning Use Cases and Types
This video explains machine learning use cases and types. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Curated Video
Practical Data Science using Python - Machine Learning Terminology
This video explains machine learning terminology. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Curated Video
Practical Data Science using Python - Linear Regression Introduction
This video introduces you to linear regression. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Practical Data Science using Python - Linear Regression - Training and Cost Function
This video explains linear regression - training and cost function. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Refresh Your Memory - Regression Edition
This video is a short explanation of what regression is about with a focus on linear regression. This is a quick refresher and not meant to be comprehensive coverage of the topic. It is added to give you more confidence and clarity when...
Curated Video
Statistics for Data Science and Business Analysis - The Linear Regression Model Made Easy
In this video, you will learn about the linear regression model. This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section includes fundamentals...
Curated Video
Data Analytics using Python Visualizations - Plotting Regression Lines with OLS (ML)
This video explains plotting regression lines with OLS (ML). This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python Visualizations".This section explains advanced...
Curated Video
Practical Data Science using Python - Linear Regression - Feature Scaling and Cost Functions
This video explains linear regression - feature scaling and cost functions. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
AWS Certified Data Analytics Specialty 2021 - Hands-On! - [Exercise] Amazon Machine Learning - Part 1
This video is the first part of the two-part video that explains how to use Amazon's machine learning service to predict quantities for any given order and learn the importance of cleaning the data of outliers along the way. This clip is...
Curated Video
Fundamentals of Machine Learning - Welcome
This video explains the contents of the course. This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of statistical learning, sampling, and Bootstrap as well as...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Logistic Regression Versus Linear Regression
In this video, we will cover logistic regression versus linear regression. This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Introduction to Regression
In this video, we will have a quick introduction to regression. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Creating a Linear Regression Object
In this video, you will learn how to create a linear regression object. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover...
Curated Video
Practical Data Science using Python - Introduction to Deep Learning
This video introduces you to deep learning. This clip is from the chapter "Introduction to Deep Learning" of the series "Practical Data Science Using Python".This section explains deep learning.
Curated Video
Practical Data Science using Python - Linear Regression Data Preparation and Analysis 3
This video explains the train-rest split and feature scaling. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Practical Data Science using Python - Linear Regression - Practical Approach
This video explains linear regression - practical approach. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Packt
Fundamentals of Neural Networks - Long Short-Term Memory (LSTM)
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in the field of deep learning. LSTM networks are well-suited to classifying, processing, and making predictions based on time series data...
Packt
Fundamentals of Neural Networks - Logistic Regression
This video explains logistic regression and specifically if the target here is discrete or binary. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
Curated Video
AWS Certified Data Analytics Specialty 2021 - Hands-On! - Classification Models
This video explains the various classification models in machine learning. This clip is from the chapter "Appendix-Machine Learning Topics for the Amazon Web Services (AWS) Certified Big Data Exam" of the series "AWS Certified Data...